ResearchBenchmarksMedical Image Classification on HAM10000 Dirichlet alpha=0.5 (non-IID)Medical Image Classification on HAM10000 Dirichlet alpha=0.5 (non-IID)Follow81.1AccuracyFedProIn56.03662.54369.0575.557Jul 5, 2026Evaluation resultsMethodMethodLinksAccuracyWeighted F1-ScoreMCCFedProIn2026.0781.179.30.613FedProx2026.0780.277.90.593BalanceFL2026.0779.275.20.564FedAvg2026.0778.173.40.53MOON2026.0777.873.80.522FedProc2026.0776.471.40.483FedPLVM2026.0776.271.30.487SOLO2026.076163.50.319FedProto2026.0759.8620.296FedTGP2026.075761.20.32